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Benchmarks
Point cloud place recognition on B.D. reference maps in-house (test)
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86.49
Avg Recall @ 1%
PN_VLAD
51.6812
60.7181
69.755
78.7919
Apr 10, 2018
Avg Recall @ 1%
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Recall @ 1%
PN_VLAD
Architecture=PointNetV...
2018.04
86.49
PN_MAX
Architecture=PointNet...
2018.04
69.49
PointNetVLAD (PN_VLAD)
Clusters (K)=64, Loss=...
2018.04
65.3
PN_MAX
Loss=lazy quadruplet l...
2018.04
54.74
PN_STD
Output Dimension=256
2018.04
53.02
PN_STD
Architecture=PointNet...
2018.04
53.02
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